在生命科学背景下,在线公众论的三方游戏分析主要流行病的演变
Jinghua Zhao1, Shaoyun Cui2, Zhuang Wang2
1Business School, University of Shanghai for Science and Technology, 200093 Shanghai, China; School of Intelligent Emergency Management, University of Shanghai for Science and Technology Shanghai, China.
SLAS technology
|March 11, 2025
概括
在重大流行病期间,管理在线论是关键. 政府应该采取战略性干预,为指导意见领袖和网民找到奖励比惩罚更有效.
科学领域:
- 社会科学 社会科学 社会科学
- 计算社会科学 计算社会科学
- 公众论的动态 公众论的动态
背景情况:
- 大规模的流行病可能会引发公众恐慌,扰乱在线公众论生态系统.
- 有效管理在线论对于在危机期间维持公共秩序至关重要.
研究的目的:
- 分析疫情期间在线公众论的治理机制和关键利益相关者.
- 模拟政府,网民和论领袖之间的战略互动.
主要方法:
- 构建了一个涉及政府,网民和论领袖的进化游戏模型.
- 利用论领袖的情绪分析和自然语言处理 (NLP) 来进行模拟验证.
- 进行模拟实验,分析利益相关者的战略演变.
主要成果:
- 政府干预的时间和降低成本对于管理在线公众论至关重要.
- 政府惩罚的强度显著影响了意见领袖,而不是网民.
- 奖励意见领袖比惩罚他们提供指导更有效.
结论:
- 政府的战略干预,专注于奖励,可以有效地指导在流行病期间的在线公众论.
- 了解利益相关者的动态对于减轻卫生危机期间的论混乱至关重要.
相关概念视频
Steps in Outbreak Investigation
102
In the ever-evolving field of public health, statistical analysis serves as a cornerstone for understanding and managing disease outbreaks. By leveraging various statistical tools, health professionals can predict potential outbreaks, analyze ongoing situations, and devise effective responses to mitigate impact. For that to happen, there are a few possible stages of the analysis:
102
Viral Mutations
32.1K
A mutation is a change in the sequence of bases of DNA or RNA in a genome. Some mutations occur during replication of the genome due to errors made by the polymerase enzymes that replicate DNA or RNA. Unlike DNA polymerase, RNA polymerase is prone to errors because it is not capable of “proofreading” its work. Viruses with RNA-based genomes, like HIV, therefore accrue mutations faster than viruses with DNA-based genomes. Because mutation and recombination provide the raw material...
32.1K
Viral Recombination
23.2K
Cells are sometimes infected by more than one virus at once. When two viruses disassemble to expose their genomes for replication in the same cell, similar regions of their genomes can pair together and exchange sequences in a process called recombination. Alternatively, viruses with segmented genomes can swap segments in a process called reassortment.
23.2K
Mutation, Gene Flow, and Genetic Drift
57.7K
In a population that is not at Hardy-Weinberg equilibrium, the frequency of alleles changes over time. Therefore, any deviations from the five conditions of Hardy-Weinberg equilibrium can alter the genetic variation of a given population. Conditions that change the genetic variability of a population include mutations, natural selection, non-random mating, gene flow, and genetic drift (small population size).
57.7K
Gene Flow
34.6K
Gene flow is the transfer of genes among populations, resulting from either the dispersal of gametes or from the migration of individuals.
34.6K
Introduction to Epidemiology
590
Epidemiology, known as the cornerstone of public health, involves studying the distribution and determinants of health-related events in defined populations and applying these insights to control health issues. This is essential for understanding how diseases spread, identifying populations at greater risk, and implementing measures to control or prevent outbreaks. Epidemiology addresses not only infectious diseases but also non-communicable conditions like cancer and cardiovascular disease,...
590


